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Do financial technology and financial development lessen shadow economy? Evidence from BRICST economies using heterogenous bootstrap panel causality

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  • Rahman, Sami Ur
  • Faisal, Faisal
  • Ali, Adnan
  • Sulimany, Hamid Ghazi H
  • Bazhair, Ayman Hassan

Abstract

This study examined the role of financial technology (FinTech) and financial development in determining the shadow economy in the BRICST countries, using data from 2004 to 2018. The study also analyzed the moderating impact of financial technology on the financial development and shadow economy nexus. The study employed Breusch-Pegan LM (1980) and Pesaran (2004) tests for investigating cross-sectional dependency, followed by Pesaran's (2007) CADF panel unit root test. The study applied Westerlund's (2007) panel cointegration and CS-ARDL approach for examining cointegration and estimating long-run relationships. Moreover, Konya's (2006) panel causality is also applied to examine the possible causal relationship among the variables. The study explored that financial sector development and using financial technology are negatively related to the shadow economy. The study also found the significant moderating role of financial technology in the financial development and shadow economy nexus. Furthermore, the results highlighted a bidirectional causal relationship between economic growth and the shadow economy in South Africa, India, and Russia. A bidirectional causality between financial technology and the shadow economy is also identified in India and Russia. Finally, based on empirical results, financial development, and technology-related policies are suggested for policymakers to curtail the shadow economy.

Suggested Citation

  • Rahman, Sami Ur & Faisal, Faisal & Ali, Adnan & Sulimany, Hamid Ghazi H & Bazhair, Ayman Hassan, 2023. "Do financial technology and financial development lessen shadow economy? Evidence from BRICST economies using heterogenous bootstrap panel causality," The Quarterly Review of Economics and Finance, Elsevier, vol. 90(C), pages 201-210.
  • Handle: RePEc:eee:quaeco:v:90:y:2023:i:c:p:201-210
    DOI: 10.1016/j.qref.2023.06.005
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    as
    1. Guo, Yanhong & Zhou, Wenjun & Luo, Chunyu & Liu, Chuanren & Xiong, Hui, 2016. "Instance-based credit risk assessment for investment decisions in P2P lending," European Journal of Operational Research, Elsevier, vol. 249(2), pages 417-426.
    2. Alexander Chudik & Kamiar Mohaddes & M. Hashem Pesaran & Mehdi Raissi, 2017. "Is There a Debt-Threshold Effect on Output Growth?," The Review of Economics and Statistics, MIT Press, vol. 99(1), pages 135-150, March.
    3. Capasso, Salvatore & Jappelli, Tullio, 2013. "Financial development and the underground economy," Journal of Development Economics, Elsevier, vol. 101(C), pages 167-178.
    4. Ceyhun Elgin & M. ayhan Köse & Franziska Ohnsorge & Shu Yu, 2021. "Understanding Informality Abstract:," Working Papers 2021/03, Bogazici University, Department of Economics.
    5. Kose, M. Ayhan & Elgin, Ceyhun & Ohnsorge, Franziska & Yu, Shu, 2021. "Understanding Informality," CEPR Discussion Papers 16497, C.E.P.R. Discussion Papers.
    6. M. Hashem Pesaran, 2021. "General diagnostic tests for cross-sectional dependence in panels," Empirical Economics, Springer, vol. 60(1), pages 13-50, January.
    7. Hashem Pesaran, M. & Yamagata, Takashi, 2008. "Testing slope homogeneity in large panels," Journal of Econometrics, Elsevier, vol. 142(1), pages 50-93, January.
    8. Joakim Westerlund, 2007. "Testing for Error Correction in Panel Data," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 69(6), pages 709-748, December.
    9. Berdiev, Aziz N. & Saunoris, James W., 2016. "Financial development and the shadow economy: A panel VAR analysis," Economic Modelling, Elsevier, vol. 57(C), pages 197-207.
    10. Bittencourt, Manoel & Gupta, Rangan & Stander, Lardo, 2014. "Tax evasion, financial development and inflation: Theory and empirical evidence," Journal of Banking & Finance, Elsevier, vol. 41(C), pages 194-208.
    11. Salih Katircioglu & Hatice Imamoglu, 2020. "Spillover effects of financial development on the informal economic activity," International Journal of Islamic and Middle Eastern Finance and Management, Emerald Group Publishing Limited, vol. 13(3), pages 471-482, April.
    12. Chudik, Alexander & Pesaran, M. Hashem, 2015. "Common correlated effects estimation of heterogeneous dynamic panel data models with weakly exogenous regressors," Journal of Econometrics, Elsevier, vol. 188(2), pages 393-420.
    13. Zeeshan Khan & Muntasir Murshed & Kangyin Dong & Siqun Yang, 2021. "The roles of export diversification and composite country risks in carbon emissions abatement: evidence from the signatories of the regional comprehensive economic partnership agreement," Applied Economics, Taylor & Francis Journals, vol. 53(41), pages 4769-4787, September.
    14. Henri Njangang & Luc Ndeffo Nembot & Joseph Pasky Ngameni, 2020. "Does financial development reduce the size of the informal economy in sub‐Saharan African countries?," African Development Review, African Development Bank, vol. 32(3), pages 375-391, September.
    15. Pesaran, M. Hashem & Vanessa Smith, L. & Yamagata, Takashi, 2013. "Panel unit root tests in the presence of a multifactor error structure," Journal of Econometrics, Elsevier, vol. 175(2), pages 94-115.
    16. Shabeer Khan & Mohd Ziaur Rehman, 2022. "Macroeconomic fundamentals, institutional quality and shadow economy in OIC and non-OIC countries," Journal of Economic Studies, Emerald Group Publishing Limited, vol. 49(8), pages 1566-1584, January.
    17. Straub, Stéphane, 2005. "Informal sector: The credit market channel," Journal of Development Economics, Elsevier, vol. 78(2), pages 299-321, December.
    18. Canh, Nguyen Phuc & Thanh, Su Dinh, 2020. "Financial development and the shadow economy: A multi-dimensional analysis," Economic Analysis and Policy, Elsevier, vol. 67(C), pages 37-54.
    19. Tochukwu Timothy Okoli, 2020. "Is the Relationship between Financial Technology and Credit Risk Monotonic? Evidence from the BRICS Economies," Asian Economic and Financial Review, Asian Economic and Social Society, vol. 10(9), pages 999-1011, September.
    20. Niloy Bose & Salvatore Capasso & Martin Andreas Wurm, 2012. "The impact of banking development on the size of shadow economies," Journal of Economic Studies, Emerald Group Publishing Limited, vol. 39(6), pages 620-638, October.
    21. Salmon Mugoda & Stephen Esaku & Rose Kibuka Nakimu & Edward Bbaale & Robert Read, 2020. "The portrait of Uganda’s informal sector: What main obstacles do the sector face?," Cogent Economics & Finance, Taylor & Francis Journals, vol. 8(1), pages 1843255-184, January.
    22. Samargandi, Nahla & Kutan, Ali M., 2016. "Private credit spillovers and economic growth: Evidence from BRICS countries," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 44(C), pages 56-84.
    23. Xue Wang & Guangwen He, 2020. "Digital Financial Inclusion and Farmers’ Vulnerability to Poverty: Evidence from Rural China," Sustainability, MDPI, vol. 12(4), pages 1-18, February.
    24. Dominik H. Enste & Friedrich Schneider, 2000. "Shadow Economies: Size, Causes, and Consequences," Journal of Economic Literature, American Economic Association, vol. 38(1), pages 77-114, March.
    25. M. Hashem Pesaran, 2007. "A simple panel unit root test in the presence of cross-section dependence," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 22(2), pages 265-312.
    26. Gozgor, Giray & Demir, Ender & Belas, Jaroslav & Yesilyurt, Serkan, 2019. "Does economic uncertainty affect domestic credits? an empirical investigation," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 63(C).
    27. Tadiwanashe Muganyi & Linnan Yan & Yingkai Yin & Huaping Sun & Xiangbin Gong & Farhad Taghizadeh-Hesary, 2022. "Fintech, regtech, and financial development: evidence from China," Financial Innovation, Springer;Southwestern University of Finance and Economics, vol. 8(1), pages 1-20, December.
    28. Peterson K. Ozili, 2018. "Impact of digital finance on financial inclusion and stability," Borsa Istanbul Review, Research and Business Development Department, Borsa Istanbul, vol. 18(4), pages 329-340, December.
    29. Friedrich Schneider & Dominik Enste, 1999. "Shadow Economies Around the World - Size, Causes, and Consequences," CESifo Working Paper Series 196, CESifo.
    30. Yilmaz Bayar & Omer Faruk Ozturk, 2016. "Financial Development and Shadow Economy in European Union Transition Economies," Managing Global Transitions, University of Primorska, Faculty of Management Koper, vol. 14(2 (Summer), pages 157-173.
    31. Destek, Mehmet Akif & Aslan, Alper, 2017. "Renewable and non-renewable energy consumption and economic growth in emerging economies: Evidence from bootstrap panel causality," Renewable Energy, Elsevier, vol. 111(C), pages 757-763.
    32. T. S. Breusch & A. R. Pagan, 1980. "The Lagrange Multiplier Test and its Applications to Model Specification in Econometrics," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 47(1), pages 239-253.
    33. Levine, Ross, 1999. "Law, Finance, and Economic Growth," Journal of Financial Intermediation, Elsevier, vol. 8(1-2), pages 8-35, January.
    34. Anagnostopoulos, Ioannis, 2018. "Fintech and regtech: Impact on regulators and banks," Journal of Economics and Business, Elsevier, vol. 100(C), pages 7-25.
    35. Ali, Adnan & Ramakrishnan, Suresh & Faisal, Faisal & Ghazi H Sulimany, Hamid & Bazhair, Ayman Hassan, 2022. "Stock market resource curse: The moderating role of institutional quality," Resources Policy, Elsevier, vol. 78(C).
    36. Ozili, Peterson Kitakogelu, 2018. "Impact of Digital Finance on Financial Inclusion and Stability," MPRA Paper 84771, University Library of Munich, Germany.
    37. Sanjaya Kumar Lenka & Rajesh Barik, 2018. "Has expansion of mobile phone and internet use spurred financial inclusion in the SAARC countries?," Financial Innovation, Springer;Southwestern University of Finance and Economics, vol. 4(1), pages 1-19, December.
    38. Tochukwu Timothy Okoli, 2020. "Is the Relationship between Financial Technology and Credit Risk Monotonic? Evidence from the BRICS Economies," Asian Economic and Financial Review, Asian Economic and Social Society, vol. 10(9), pages 999-1011.
    39. Siong Hook Law & Hui Boon Tan & W. N. W. Azman-Saini, 2015. "Globalisation, Institutional Reforms and Financial Development in East Asian Economies," The World Economy, Wiley Blackwell, vol. 38(2), pages 379-398, February.
    40. Ross Levine, 2001. "International Financial Liberalization and Economic Growth," Review of International Economics, Wiley Blackwell, vol. 9(4), pages 688-702, November.
    41. Chai, Shijun & Chen, Yang & Huang, Bihong & Ye, Dezhu, 2018. "Social Networks and Informal Financial Inclusion in the People’s Republic of China," ADBI Working Papers 802, Asian Development Bank Institute.
    42. Abbasi, Kaleemullah & Alam, Ashraful & Du, Min (Anna) & Huynh, Toan Luu Duc, 2021. "FinTech, SME efficiency and national culture: Evidence from OECD countries," Technological Forecasting and Social Change, Elsevier, vol. 163(C).
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